Malwarebytes vs Mixpanel, Inc

Malwarebytes (Cyberprotection for every one.) and Mixpanel, Inc (Powerful, self-serve product analytics to help you convert, engage, and retain more users.) both appear on the Smoower Developer Ecosystem Index.

Mixpanel, Inc (rank #82) holds a meaningful lead over Malwarebytes (rank #536) on the overall Smoower ecosystem score (57 vs 36). The gap of 21 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Mixpanel, Inc is slightly ahead of Malwarebytes. On education (docs, guides and learning material for developers), Malwarebytes is slightly ahead of Mixpanel, Inc. On community (issue response, PR reviews and discussion health), Mixpanel, Inc is clearly ahead of Malwarebytes. On reach (how visible the ecosystem is beyond its own repos), Malwarebytes is ahead of Mixpanel, Inc. On momentum (release cadence and how fast the ecosystem moves), Malwarebytes is ahead of Mixpanel, Inc.

Malwarebytes carries 38 GitHub stars across 20 public repos, with 4 repositories active in the last 90 days and 3 external contributors on record. Mixpanel, Inc shows 5,611 stars across 84 public repos, 51 active in the last 90 days and 21 external contributors. The star gap on its own does not decide the comparison, but Mixpanel, Inc's footprint is roughly 147.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Malwarebytes is the stronger read for anyone weighting reach. Mixpanel, Inc looks better where community is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.